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予測分析市場の2028年までの予測-コンポーネント、展開モード、組織規模、業界別による世界分析

Predictive Analytics Market Forecast to 2028 - COVID-19 Impact and Global Analysis By Component, Deployment Mode, Organization Size, and Industry Vertical
出版日: | 発行: The Insight Partners | ページ情報: 英文 229 Pages | 納期: 即納可能 即納可能とは

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.90円
予測分析市場の2028年までの予測-コンポーネント、展開モード、組織規模、業界別による世界分析
出版日: 2022年07月30日
発行: The Insight Partners
ページ情報: 英文 229 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 図表
  • 目次
概要

予測分析市場規模は2022年の124億9,294万米ドルから2028年には380億3,883万米ドルに拡大し、予測分析市場シェアは2022年から2028年にかけてCAGR20.4％で成長すると予測されます。

ダークデータとは、企業がどの分析システムでも使用していないデータのことです。このデータは、洞察の決定や予測に使用されていないいくつかのネットワーク操作から収集されます。組織は、ダークデータは正確な結果をもたらさないため、不正確と考えるかもしれませんが、これらのデータを活用することで、価値ある洞察を導き出すことができることを理解しています。ダークデータ解析ソフトウェアやソリューションによって、企業はこれまで知られていなかったデータをより適切に特定し、活用することで、重要なビジネス上の意思決定を行うことができるようになります。State of Dark Data」レポートによると、この調査の回答者は、ダークデータの増大する課題にうまく対処し、技術者ではない多数の従業員が組織のニーズを理解できるようにするための重要なソリューションとして、アナリティクスを捉えています。ダークデータ解析ソリューションのこうした利点は、今後数年間、予測分析市場を推進することが予想されます。

MEAの予測分析市場は、南アフリカ、サウジアラビア、UAE、Rest of MEAに細分化されます。サウジアラビアのデータ・人工知能庁（SDAIA）は、同国のデータ駆動型経済への転換をリードするため、国家AI政策を打ち出しました。また、サウジアラビア政府のビジョン2030は、持続可能な都市の創造と、経済の重要なセグメントにおける資源の最適な活用を目的としています。これにより、労働力のスキルアップにおけるAIと自動化の重要性がさらに強調されています。さらに、同国では、AIとデジタル技術の実地経験を持つ将来の労働力を準備するために、教育改革を開始する予定です。その結果、AIの発展により、データ分析や予測分析での利用が強化されるでしょう。トルコでは、銀行業界は金融システム全体に大きく貢献しています。チャットボットの適応に先駆的なアプローチを示していることから、革新的なサービスと最先端の消費者体験で知られています。一部の銀行は、消費者がチャットボットによるバーチャルな支援を受けながら取引できるような機能性を盛り込むことに前向きです。現在、大規模な顧客基盤を持つ銀行がチャットボットを導入しており、今後、中規模な顧客基盤を持つ銀行がこのイノベーションに適応していく可能性が高いと考えられます。さらに、銀行のこうした動きは、保険・年金会社やウェルスマネジメント会社などの金融サービス事業者が業務にチャットボットを導入することにも影響を与えると予想されます。チャットボットは、ユーザーがデータを効率的に分析するためのインターフェースを備えているため、その成長は今後数年間、トルコの予測分析市場の成長にさらに貢献すると考えられます。南アフリカでは、企業はソーシャルメディアネットワークやウェブサイトの存在にとどまらず、インターネットに関連するビジネスチャンスを活用しつつあります。さらに、起業家は既存のインフラを活用してビジネスの課題に対処する方法を模索しています。このため、データインサイトを生成するチャットボットのインターフェースは、データ科学者にとって基本的なものかもしれないため、チャットボットに対する関心が低下しています。とはいえ、スマートフォンの普及が進んでいることから、南アフリカの銀行インフラにおいてチャットボット技術は依然として成長の可能性を示しています。

サウジアラビア、UAE、エジプト、モロッコ、クウェートは、MEAでCOVID-19のパンデミックの顕著な影響に直面した国です。中東のいくつかの国では、多くの中小企業（SME）が事業運営上の課題に直面しました。この地域、特にUAEでは、IoTやクラウドなどの先進技術の導入が進んでいます。さらに、同地域ではデジタル化の需要が目覚ましい勢いで伸びており、今後数年間、予測分析市場に十分な成長機会を提供することが期待されます。さらに、ソフトウェアおよびICT業界は、いくつかの企業が従業員の在宅勤務を許可したため、他の業界とは異なり、この世界の健康危機から大きな影響を受けませんでした。その結果、企業はセキュリティ脅威を予見できるようにするための予測分析の重要性に気づき、MEAにおける予測分析市場の成長に貢献しました。

予測分析市場は、コンポーネント、展開モード、組織規模、業種、地域に基づいてセグメント化されています。予測分析市場の分析は、構成要素別に、ソリューションとサービスに区分されます。ソリューションに基づく予測分析市場は、リスク分析、マーケティング分析、販売分析、顧客分析、その他に区分されます。予測分析市場の分析は、導入モード別に、クラウドとオンプレミスに二分されます。組織規模別の市場分析では、大企業と中小企業（SME）に区分しています。予測分析市場を業種別に見ると、BFSI、製造、小売・eコマース、IT・通信、エネルギー・公共事業、政府・防衛、その他に分類されます。地域別では、予測分析市場は北米（米国、カナダ、メキシコ）、欧州（英国、ドイツ、フランス、イタリア、ロシア、その他欧州）、APAC（中国、日本、インド、オーストラリア、韓国、その他APACの国々）、MEA（南アフリカ、その他MEA）、SAM（ブラジル、アルゼンチン、その他SAM）などに分類されています。

予測分析市場の全体的な規模は、一次情報と二次情報の両方を使用して導き出されています。市場に関する質的・量的な情報を得るために、社内外の情報源を用いて徹底的な二次調査を実施しました。このプロセスは、すべてのセグメントに関する予測分析市場の概要と予測を得るという目的も兼ねています。また、2次調査で得られたデータを検証し、市場テーマについてより分析的な洞察を得るために、業界関係者に対して複数の1次インタビューを実施しています。このプロセスの参加者は、予測分析市場を専門とする副社長、事業開発マネージャー、市場情報マネージャー、国内営業マネージャー、外部コンサルタント（評価専門家、研究アナリスト、キーオピニオンリーダー）です。

目次

第1章 イントロダクション

  • 調査範囲
  • インサイトパートナーズの調査報告書ガイダンス
  • 市場セグメンテーション
    • プレディクティブ・アナリティクスの世界市場：コンポーネント別
    • プレディクティブ・アナリティクスの世界市場：展開モード別
    • プレディクティブアナリティクスの世界市場：組織規模別
    • プレディクティブ・アナリティクスの世界市場：業界別
    • プレディクティブアナリティクスの世界市場-地域別

第2章 主要なポイント

第3章 調査手法

  • 対象範囲
  • 2次調査
  • 1次調査

第4章 予測分析の市場情勢

  • 市場概要
  • PEST分析
    • 北米
    • 欧州
    • APAC
    • MEA
    • SAM
  • エコシステム分析
  • 専門家の見解

第5章 予測分析市場-主要な市場力学

  • 市場促進要因
    • ビッグデータテクノロジーの採用の増加
    • 予測分析ツールの普及率の上昇
  • 市場抑制要因
    • 地域データ規制の変化
  • 市場機会
    • AIoT技術の登場
  • 今後の動向
    • ダークデータの拡大
  • 推進要因と抑制要因のインパクト分析

第6章 予測分析市場- 世界市場分析

  • 市場のポジショニング-トップ5企業

第7章：予測分析市場の収益と2028年までの予測- 構成要素

  • 予測分析市場、コンポーネント別（2021年、2028年）
  • ソリューション
      • リスク分析
      • マーケティング分析
      • セールスアナリティクス
      • カスタマー・アナリティクス
      • その他
  • サービス内容

第8章 プレディクティブ・アナリティクス市場の収益と2028年までの予測- デプロイメント・モード

  • 予測分析市場、展開モード別（2021年、2028年）
  • クラウド
  • オンプレミス

第9章 予測分析市場の収益と2028年までの予測～組織規模別

  • プレディクティブアナリティクス市場：組織規模別（2021年、2028年）
  • 大企業
  • 中小規模企業

第10章 予測分析市場の収益と2028年までの予測-業界別

  • 予測分析市場、業界別（2021年、2028年）
  • BFSI
  • 製造業
  • 小売・eコマース
  • IT・通信
  • エネルギー・ユーティリティ
  • 政府・防衛
  • その他

第11章 予測分析市場- 地域別分析

  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • フランス
    • イタリア
    • 英国
    • ロシア
    • その他欧州
  • APAC
    • オーストラリア
    • 中国
    • インド
    • 日本
    • 韓国
    • APACのその他諸国
  • MEA
    • 中東・アフリカ地域
      • 南アフリカ共和国
      • サウジアラビア
      • UAE
      • MEAの残りの地域
  • 南米
    • ブラジル
    • アルゼンチン
    • その他の南米地域

第12章 予測分析市場-COVID-19インパクト分析

  • 北米
  • 欧州
  • アジア太平洋地域
  • 中東とアフリカ
  • 南米

第13章 業界の情勢

  • マーケットイニシアティブ
  • 合併・買収
  • 新規開発

第14章 企業プロファイル

  • IBM Corporation
  • Microsoft Corporation
  • Oracle Corporation
  • SAP SE
  • Google LLC
  • SAS Institute Inc.
  • Salesforce.com, inc.
  • Amazon Web Services
  • Hewlett Packard Enterprise Development LP（HPE）
  • NTT DATA Corporation

第15章 企業情報付録

  • インサイト・パートナーズについて
  • 用語解説
図表

List Of Tables

  • Table 1. Global Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Table 2. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 3. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 4. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 5. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 6. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Vertical (US$ Million)
  • Table 7. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
  • Table 8. US Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 9. US Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 10. US Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 11. US Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 12. US Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 13. Canada Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 14. Canada Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 15. Canada Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 16. Canada Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 17. Canada Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 18. Mexico Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 19. Mexico Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 20. Mexico Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 21. Mexico Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 22. Mexico Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 23. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 24. Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 25. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 26. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 27. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 28. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
  • Table 29. Germany Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 30. Germany Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 31. Germany Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 32. Germany Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 33. Germany Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 34. France Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 35. France Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 36. France Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 37. France Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 38. France Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 39. Italy Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 40. Italy Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 41. Italy Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 42. Italy Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 43. Italy Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 44. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 45. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 46. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 47. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 48. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 49. Russia Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 50. UK Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 51. Russia Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 52. Russia Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 53. Russia Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 54. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 55. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 56. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 57. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 58. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 59. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 60. APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 61. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 62. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 63. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 64. Asia Pacific: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
  • Table 65. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 66. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 67. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 68. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 69. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 70. China Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 71. Australia Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 72. China Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 73. China Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 74. China Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 75. India Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 76. India Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 77. India Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 78. India Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 79. India Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 80. Japan Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 81. Japan Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 82. Japan Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 83. Japan Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 84. Japan Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 85. South Korea Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 86. South Korea Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 87. South Korea Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 88. South Korea Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 89. South Korea Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 90. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 91. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 92. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 93. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 94. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Vertical (US$ Million)
  • Table 95. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 96. MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 97. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 98. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 99. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Vertical (US$ Million)
  • Table 100. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
  • Table 101. South Africa Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 102. South Africa Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 103. South Africa Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 104. South Africa Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 105. South Africa Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 106. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 107. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 108. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 109. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 110. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 111. UAE Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 112. UAE Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 113. UAE Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 114. UAE Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 115. UAE Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 116. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 117. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 118. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 119. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 120. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 121. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 122. SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 123. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 124. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 125. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 126. South America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
  • Table 127. Brazil Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 128. Brazil Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 129. Brazil Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 130. Brazil Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 131. Brazil Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 132. Argentina Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 133. Argentina Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 134. Argentina Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 135. Argentina Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 136. Argentina Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 137. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Component (US$ Million)
  • Table 138. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Solution (US$ Million)
  • Table 139. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
  • Table 140. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Organization Size (US$ Million)
  • Table 141. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
  • Table 142. Glossary of Terms, Predictive Analytics Market

List Of Figures

  • Figure 1. Predictive Analytics Market Segmentation
  • Figure 2. Predictive Analytics Market Segmentation - By Geography
  • Figure 3. Global Predictive Analytics Market Overview
  • Figure 4. Predictive Analytics Market, By Component
  • Figure 5. Predictive Analytics Market, By Solution
  • Figure 6. Predictive Analytics Market, By Deployment Mode
  • Figure 7. Predictive Analytics Market, By Organization Size
  • Figure 8. Predictive Analytics Market, By Industry Verticals
  • Figure 9. Predictive Analytics Market, By Region
  • Figure 10. North America: PEST Analysis
  • Figure 11. Europe: PEST Analysis
  • Figure 12. APAC: PEST Analysis
  • Figure 13. MEA: PEST Analysis
  • Figure 14. SAM: PEST Analysis
  • Figure 15. Predictive Analytics Market- Ecosystem Analysis
  • Figure 16. Expert Opinion
  • Figure 17. Predictive Analytics Market Impact Analysis of Drivers and Restraints
  • Figure 18. Global Predictive Analytics Market
  • Figure 19. Global Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • Figure 20. Predictive Analytics Market, By Component (2021 and 2028)
  • Figure 21. Solution: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 22. Solutions: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 23. Risk Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 24. Marketing Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 25. Sales Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 26. Customer Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 27. Others: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 28. Services: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 29. Predictive Analytics Market, By Deployment Mode (2021 and 2028)
  • Figure 30. Cloud: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 31. On-Premises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 32. Predictive Analytics Market, By Organization Size (2021 and 2028)
  • Figure 33. Large Enterprises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 34. Small and Medium-Sized Enterprises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 35. Predictive Analytics Market, By Industry Vertical (2021 and 2028)
  • Figure 36. BFSI: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 37. Manufacturing: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 38. Retail and eCommerce: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 39. IT and Telecom: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 40. Energy and Utilities: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 41. Government and Defense: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 42. Others: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 43. Global Predictive Analytics Market, By Geography - 2021 and 2028 (%)
  • Figure 44. North America: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 45. North America: Predictive Analytics Market, by Component, 2021 & 2028 (%)
  • Figure 46. North America: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
  • Figure 47. North America: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
  • Figure 48. North America: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
  • Figure 49. North America: Predictive Analytics Market, by Country, 2021 & 2028 (%)
  • Figure 50. US: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 51. Canada: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 52. Mexico: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 53. Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 54. Europe: Predictive Analytics Market, by Component, 2021 & 2028 (%)
  • Figure 55. Europe: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
  • Figure 56. Europe: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
  • Figure 57. Europe: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
  • Figure 58. Europe: Predictive Analytics Market, by Country, 2021 & 2028 (%)
  • Figure 59. Germany Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 60. France Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 61. Italy Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 62. UK Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 63. Russia Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 64. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • Figure 65. APAC: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 66. APAC: Predictive Analytics Market, by Component, 2021 & 2028 (%)
  • Figure 67. APAC: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
  • Figure 68. APAC: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
  • Figure 69. APAC: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
  • Figure 70. Asia Pacific: Predictive Analytics Market, by Country, 2021 & 2028 (%)
  • Figure 71. Australia: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 72. China: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 73. India: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 74. Japan: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 75. South Korea: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 76. Rest of APAC: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 77. MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
  • Figure 78. Middle East and Africa: Predictive Analytics Market, by Component, 2021 & 2028 (%)
  • Figure 79. Middle East and Africa: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
  • Figure 80. Middle East and Africa: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
  • Figure 81. Middle East and Africa: Predictive Analytics Market, by Industry Vertical, 2021 & 2028 (%)
  • Figure 82. Middle East and Africa: Predictive Analytics Market, by Country, 2021 & 2028 (%)
  • Figure 83. South Africa: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 84. Saudi Arabia: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 85. UAE: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 86. Rest of MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
  • Figure 87. SAM: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 88. SAM: Predictive Analytics Market, by Component, 2021 & 2028 (%)
  • Figure 89. SAM: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
  • Figure 90. SAM: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
  • Figure 91. SAM: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
  • Figure 92. South America: Predictive Analytics Market, by Country, 2021 & 2028 (%)
  • Figure 93. Brazil: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 94. Argentina: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 95. Rest of SAM: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
  • Figure 96. Impact of COVID-19 Pandemic in North American Countries
  • Figure 97. Impact of COVID-19 Pandemic in Europe Country Markets
  • Figure 98. Impact of COVID-19 Pandemic in Asia Pacific Country Markets
  • Figure 99. Impact of COVID-19 Pandemic in Middle East & Africa Country Markets
  • Figure 100. Impact of COVID-19 Pandemic in South America Country Markets
目次
Product Code: TIPTE100000160

The predictive analytics market size is projected to grow from US$ 12,492.94 million in 2022 to US$ 38,038.83 million by 2028; the predictive analytics market share is expected to grow at a CAGR of 20.4% from 2022 to 2028.

Dark data is the data that a company does not use in any of its analytics systems. The data is gathered from several network operations that are not used to determine insights or to predict. Organizations might consider dark data inaccurate as it does not provide exact results; however, they know that these data can be utilized to derive some valuable insights. Dark data analytics software or solutions enable organizations to better locate, identify, and leverage previously unknown data to make important business decisions. According to the State of Dark Data report, respondents to this study saw analytics as a key solution that can better address the growing challenges of dark data and enable a large number of non-technical employees to understand the organization's needs. These advantages of dark data analytics solutions are expected to propel the predictive analytics market in the coming years.

The predictive analytics market in the MEA is subsegmented into South Africa, Saudi Arabia, the UAE, and the Rest of MEA. The Saudi Arabian Data and Artificial Intelligence Agency (SDAIA) has launched a national AI policy to lead the country's transformation into a data-driven economy. In addition, the Vision 2030 of the Saudi Arabian government is aimed at creating sustainable cities and ensuring the optimal use of resources in important segments of the economy. This further highlights the importance of AI and automation in boosting the skills of the workforce. Further, the country plans to launch education reforms to prepare its future workforce with hands-on experience in AI and digital technologies. As a result, the development of AI will enhance its use in data analysis and predictive analytics. In Turkey, the banking industry is a major contributor to the overall financial system. It is known for its innovative services and cutting-edge consumer experiences, as it has demonstrated a pioneering approach to chatbot adaptation. Some banks are open to including functionalities that can allow consumers to transact while receiving virtual assistance through chatbots. Currently, banks with large customer bases have implemented chatbots, and banks with mid-sized clienteles are likely to adapt to this innovation in the future. Moreover, these developments in banks are expected to influence insurance and pension companies, wealth management firms, and other financial service providers to adopt chatbots in their operations. As chatbots have interfaces that help users analyze their data efficiently, their growth will further contribute to the predictive analytics market growth in Turkey in the coming years. In South Africa, companies are harnessing business opportunities associated with the Internet, which go beyond social media networks and website presence. Additionally, entrepreneurs are seeking ways to address business challenges by utilizing the existing infrastructure; this has led to a decrease in interest in chatbots, as the chatbot interface that generates data insights might be basic for data scientists. Nevertheless, due to the increasing penetration of smartphones, chatbot technology still shows growth potential in the banking infrastructure in South Africa.

Saudi Arabia, the UAE, Egypt, Morocco, and Kuwait are the countries that faced a notable impact of the COVID-19 pandemic in the MEA. Many small and medium-sized enterprises (SMEs) in several Middle East states faced challenges in running the business. The adoption of advanced technologies, such as IoT and cloud, is high in the region, especially in the UAE. Moreover, the demand for digitalization is growing at an impressive pace in this region, which is expected to offer ample growth opportunities to the predictive analytics market in the coming years. Further, the software and ICT industries did not receive much impact from this global health crisis, unlike other industries, as several businesses allowed their employees to work from home. Consequently, enterprises realized the importance of predictive analytics to be able to foresee security threats, which contributed to the growth of the predictive analytics market in the MEA.

The predictive analytics market is segmented on the basis of component, deployment mode, organization size, industry vertical, and geography. The predictive analytics market analysis, by component, is segmented into solutions and services. The predictive analytics market based on solution is segmented into risk analytics, marketing analytics, sales analytics, customer analytics, and others. The predictive analytics market analysis, by deployment mode, is bifurcated into cloud and on-premises. The market, by organization size, is segmented into large enterprises, and small and medium-sized enterprises (SMEs). The predictive analytics market, by vertical, is segmented into BFSI, manufacturing, retail and e-Commerce, IT and telecom, energy and utilities, government and defense, and others. In terms of geography, the predictive analytics market is segmented into North America (US, Canada, and Mexico), Europe (UK, Germany, France, Italy, Russia, and Rest of Europe), APAC (China, Japan, India, Australia, South Korea, and Rest of APAC), MEA (South Africa and Rest of MEA), and SAM (Brazil, Argentina, and Rest of SAM).

The overall size of the predictive analytics market has been derived using both primary and secondary sources. Exhaustive secondary research has been conducted using internal and external sources to obtain qualitative and quantitative information related to the market. The process also serves the purpose of obtaining an overview and forecast of the predictive analytics market with respect to all the segments. Also, multiple primary interviews have been conducted with industry participants to validate the data obtained through the secondary research and gain more analytical insights into the market topic. The participants of this process include VPs, business development managers, market intelligence managers, national sales managers, and external consultants-valuation experts, research analysts, and key opinion leaders-specializing in the predictive analytics market.

Reasons to Buy:

  • Save and reduce time carrying out entry-level research by identifying the growth, size, leading players, and segments in the predictive analytics market
  • Highlights key business priorities in order to assist companies to realign their business strategies
  • The key findings and recommendations highlight crucial progressive industry trends in the predictive analytics market thereby allowing players across the value chain to develop effective long-term strategies
  • Develop/modify business expansion plans by using substantial growth offering developed and emerging markets
  • Scrutinize in-depth global market trends and outlook coupled with the factors driving the predictive analytics market, as well as those hindering it
  • Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing, and distribution

Table Of Contents

1. Introduction

  • 1.1 Study Scope
  • 1.2 The Insight Partners Research Report Guidance
  • 1.3 Market Segmentation
    • 1.3.1 Global Predictive Analytics Market - By Component
    • 1.3.2 Global Predictive Analytics Market - By Deployment Mode
    • 1.3.3 Global Predictive Analytics Market - By Organization Size
    • 1.3.4 Global Predictive Analytics Market - By Industry Vertical
    • 1.3.5 Global Predictive Analytics Market - By Geography

2. Key Takeaways

3. Research Methodology

  • 3.1 Coverage
  • 3.2 Secondary Research
  • 3.3 Primary Research

4. Predictive Analytics - Market Landscape

  • 4.1 Market Overview
  • 4.2 PEST Analysis
    • 4.2.1 North America
    • 4.2.2 Europe
    • 4.2.3 APAC
    • 4.2.4 MEA
    • 4.2.5 SAM
  • 4.3 Ecosystem Analysis
  • 4.4 Expert Opinion

5. Predictive Analytics Market- Key Market Dynamics

  • 5.1 Market Drivers
    • 5.1.1 Rise in Adoption of Big Data Technologies
    • 5.1.2 Increase in Uptake of Predictive Analytics Tools
  • 5.2 Market Restraints
    • 5.2.1 Changing Regional Data Regulations
  • 5.3 Market Opportunities
    • 5.3.1 Emergence of AIoT Technologies
  • 5.4 Future Trends
    • 5.4.1 Expansion of Dark Data
  • 5.5 Impact Analysis of Drivers and Restraints

6. Predictive Analytics Market - Global Market Analysis

  • 6.1 Overview
  • 6.2 Global Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
  • 6.3 Market Positioning - Top Five Players

7. Predictive Analytics Market Revenue and Forecast to 2028 - Component

  • 7.1 Overview
  • 7.2 Predictive Analytics Market, By Component (2021 And 2028)
  • 7.3 Solutions
    • 7.3.1 Overview
    • 7.3.2 Solutions: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
      • 7.3.2.1 Risk Analytics
        • 7.3.2.1.1 Overview
        • 7.3.2.1.2 Risk Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
      • 7.3.2.2 Marketing Analytics
        • 7.3.2.2.1 Overview
        • 7.3.2.2.2 Marketing Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
      • 7.3.2.3 Sales Analytics
        • 7.3.2.3.1 Overview
        • 7.3.2.3.2 Sales Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
      • 7.3.2.4 Customer Analytics
        • 7.3.2.4.1 Overview
        • 7.3.2.4.2 Customer Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
      • 7.3.2.5 Others
        • 7.3.2.5.1 Overview
        • 7.3.2.5.2 Others: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 7.4 Services
    • 7.4.1 Overview
    • 7.4.2 Services: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)

8. Predictive Analytics Market Revenue and Forecast to 2028 - Deployment Mode

  • 8.1 Overview
  • 8.2 Predictive Analytics Market, By Deployment Mode (2021 And 2028)
  • 8.3 Cloud
    • 8.3.1 Overview
    • 8.3.2 Cloud: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 8.4 On-Premises
    • 8.4.1 Overview
    • 8.4.2 On-Premises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)

9. Predictive Analytics Market Revenue and Forecast to 2028 - Organization Size

  • 9.1 Overview
  • 9.2 Predictive Analytics Market, By Organization Size (2021 And 2028)
  • 9.3 Large Enterprises
    • 9.3.1 Overview
    • 9.3.2 Large Enterprises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 9.4 Small and Medium-Sized Enterprises
    • 9.4.1 Overview
    • 9.4.2 Small and Medium-Sized Enterprises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)

10. Predictive Analytics Market Revenue and Forecast to 2028 - Industry Vertical

  • 10.1 Overview
  • 10.2 Predictive Analytics Market, By Industry Vertical (2021 And 2028)
  • 10.3 BFSI
    • 10.3.1 Overview
    • 10.3.2 BFSI: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.4 Manufacturing
    • 10.4.1 Overview
    • 10.4.2 Manufacturing: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.5 Retail and eCommerce
    • 10.5.1 Overview
    • 10.5.2 Retail and eCommerce: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.6 IT and Telecom
    • 10.6.1 Overview
    • 10.6.2 IT and Telecom: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.7 Energy and Utilities
    • 10.7.1 Overview
    • 10.7.2 Energy and Utilities: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.8 Government and Defense
    • 10.8.1 Overview
    • 10.8.2 Government and Defense: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
  • 10.9 Others
    • 10.9.1 Overview
    • 10.9.2 Others: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)

11. Predictive Analytics Market - Geographic Analysis

  • 11.1 Overview
  • 11.2 North America: Predictive Analytics Market
    • 11.2.1 Overview
    • 11.2.2 North America: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
    • 11.2.3 North America: Predictive Analytics Market Revenue and Forecast, by Component
    • 11.2.4 North America: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
    • 11.2.5 North America: Predictive Analytics Market Revenue and Forecast, by Organization Size
    • 11.2.6 North America: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
    • 11.2.7 North America: Predictive Analytics Market Revenue and Forecast, by Country (2021 and 2028)
      • 11.2.7.1 US: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.2.7.1.1 US Predictive Analytics Market Breakdown, By Component
        • 11.2.7.1.2 US Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.2.7.1.3 US Predictive Analytics Market Breakdown, By Organization Size
        • 11.2.7.1.4 US Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.2.7.2 Canada: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.2.7.2.1 Canada Predictive Analytics Market Breakdown, By Component
        • 11.2.7.2.2 Canada Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.2.7.2.3 Canada Predictive Analytics Market Breakdown, By Organization Size
        • 11.2.7.2.4 Canada Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.2.7.3 Mexico: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.2.7.3.1 Mexico Predictive Analytics Market Breakdown, By Component
        • 11.2.7.3.2 Mexico Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.2.7.3.3 Mexico Predictive Analytics Market Breakdown, By Organization Size
        • 11.2.7.3.4 Mexico Predictive Analytics Market Breakdown, By Industry Verticals
  • 11.3 Europe: Predictive Analytics Market
    • 11.3.1 Overview
    • 11.3.2 Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
    • 11.3.3 Europe: Predictive Analytics Market Revenue and Forecast, by Component
    • 11.3.4 Europe: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
    • 11.3.5 Europe: Predictive Analytics Market Revenue and Forecast, by Organization Size
    • 11.3.6 Europe: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
    • 11.3.7 Europe Predictive Analytics Market Breakdown, By Key Country
      • 11.3.7.1 Germany Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.1.1 Germany Predictive Analytics Market Breakdown, By Component
        • 11.3.7.1.2 Germany Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.1.3 Germany Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.1.4 Germany Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.3.7.2 France Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.2.1 France Predictive Analytics Market Breakdown, By Component
        • 11.3.7.2.2 France Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.2.3 France Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.2.4 France Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.3.7.3 Italy Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.3.1 Italy Predictive Analytics Market Breakdown, By Component
        • 11.3.7.3.2 Italy Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.3.3 Italy Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.3.4 Italy Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.3.7.4 UK Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.4.1 UK Predictive Analytics Market Breakdown, By Component
        • 11.3.7.4.2 UK Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.4.3 UK Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.4.4 UK Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.3.7.5 Russia Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.5.1 Russia Predictive Analytics Market Breakdown, By Component
        • 11.3.7.5.2 Russia Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.5.3 Russia Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.5.4 Russia Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.3.7.6 Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
        • 11.3.7.6.1 Rest of Europe Predictive Analytics Market Breakdown, By Component
        • 11.3.7.6.2 Rest of Europe Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.3.7.6.3 Rest of Europe Predictive Analytics Market Breakdown, By Organization Size
        • 11.3.7.6.4 Rest of Europe Predictive Analytics Market Breakdown, By Industry Verticals
  • 11.4 APAC: Predictive Analytics Market
    • 11.4.1 Overview
    • 11.4.2 APAC: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
    • 11.4.3 APAC: Predictive Analytics Market Revenue and Forecast, by Component
    • 11.4.4 APAC: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
    • 11.4.5 APAC: Predictive Analytics Market Revenue and Forecast, by Organization Size
    • 11.4.6 APAC: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
    • 11.4.7 APAC: Predictive Analytics Market, by Key Country
      • 11.4.7.1 Australia: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.1.1 Australia Predictive Analytics Market Breakdown, By Component
        • 11.4.7.1.2 Australia Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.1.3 Australia Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.1.4 Australia Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.4.7.2 China: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.2.1 China Predictive Analytics Market Breakdown, By Component
        • 11.4.7.2.2 China Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.2.3 China Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.2.4 China Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.4.7.3 India: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.3.1 India Predictive Analytics Market Breakdown, By Component
        • 11.4.7.3.2 India Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.3.3 India Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.3.4 India Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.4.7.4 Japan: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.4.1 Japan Predictive Analytics Market Breakdown, By Component
        • 11.4.7.4.2 Japan Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.4.3 Japan Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.4.4 Japan Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.4.7.5 South Korea: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.5.1 South Korea Predictive Analytics Market Breakdown, By Component
        • 11.4.7.5.2 South Korea Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.5.3 South Korea Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.5.4 South Korea Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.4.7.6 Rest of APAC: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.4.7.6.1 Rest of APAC Predictive Analytics Market Breakdown, By Component
        • 11.4.7.6.2 Rest of APAC Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.4.7.6.3 Rest of APAC Predictive Analytics Market Breakdown, By Organization Size
        • 11.4.7.6.4 Rest of APAC Predictive Analytics Market Breakdown, By Industry Vertical
  • 11.5 MEA: Predictive Analytics Market
    • 11.5.1 Overview
    • 11.5.2 MEA: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
    • 11.5.3 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Component
    • 11.5.4 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
    • 11.5.5 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Organization Size
    • 11.5.6 Middle East and Africa: Predictive Analytics Market, by Industry Vertical
    • 11.5.7 MEA: Predictive Analytics Market Revenue and Forecast, by Country
      • 11.5.7.1 South Africa: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.5.7.1.1 South Africa Predictive Analytics Market Breakdown, By Component
        • 11.5.7.1.2 South Africa Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.5.7.1.3 South Africa Predictive Analytics Market Breakdown, By Organization Size
        • 11.5.7.1.4 South Africa Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.5.7.2 Saudi Arabia: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.5.7.2.1 Saudi Arabia Predictive Analytics Market Breakdown, By Component
        • 11.5.7.2.2 Saudi Arabia Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.5.7.2.3 Saudi Arabia Predictive Analytics Market Breakdown, By Organization Size
        • 11.5.7.2.4 Saudi Arabia Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.5.7.3 UAE: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.5.7.3.1 UAE Predictive Analytics Market Breakdown, By Component
        • 11.5.7.3.2 UAE Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.5.7.3.3 UAE Predictive Analytics Market Breakdown, By Organization Size
        • 11.5.7.3.4 UAE Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.5.7.4 Rest of MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
        • 11.5.7.4.1 Rest of MEA Predictive Analytics Market Breakdown, By Component
        • 11.5.7.4.2 Rest of MEA Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.5.7.4.3 Rest of MEA Predictive Analytics Market Breakdown, By Organization Size
        • 11.5.7.4.4 Rest of MEA Predictive Analytics Market Breakdown, By Industry Verticals
  • 11.6 SAM: Predictive Analytics Market
    • 11.6.1 Overview
    • 11.6.2 SAM: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
    • 11.6.3 SAM: Predictive Analytics Market Revenue and Forecast, by Component
    • 11.6.4 SAM: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
    • 11.6.5 SAM: Predictive Analytics Market Revenue and Forecast, by Organization Size
    • 11.6.6 SAM: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
    • 11.6.7 SAM: Predictive Analytics Market Revenue and Forecast, by Country
      • 11.6.7.1 Brazil: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.6.7.1.1 Brazil Predictive Analytics Market Breakdown, By Component
        • 11.6.7.1.2 Brazil Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.6.7.1.3 Brazil Predictive Analytics Market Breakdown, By Organization Size
        • 11.6.7.1.4 Brazil Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.6.7.2 Argentina: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.6.7.2.1 Argentina Predictive Analytics Market Breakdown, By Component
        • 11.6.7.2.2 Argentina Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.6.7.2.3 Argentina Predictive Analytics Market Breakdown, By Organization Size
        • 11.6.7.2.4 Argentina Predictive Analytics Market Breakdown, By Industry Verticals
      • 11.6.7.3 Rest of SAM: Predictive Analytics Market - Revenue and Forecast to 2028 (US$ Million)
        • 11.6.7.3.1 Rest of SAM Predictive Analytics Market Breakdown, By Component
        • 11.6.7.3.2 Rest of SAM Predictive Analytics Market Breakdown, By Deployment Mode
        • 11.6.7.3.3 Rest of SAM Predictive Analytics Market Breakdown, By Organization Size
        • 11.6.7.3.4 Rest of SAM Predictive Analytics Market Breakdown, By Industry Verticals

12. Predictive Analytics Market- COVID-19 Impact Analysis

  • 12.1 Overview
  • 12.2 North America
  • 12.3 Europe
  • 12.4 Asia-Pacific
  • 12.5 Middle East and Africa
  • 12.6 South America

13. Industry Landscape

  • 13.1 Market Initiative
  • 13.2 Merger and Acquisition
  • 13.3 New Development

14. Company Profiles

  • 14.1 IBM Corporation
    • 14.1.1 Key Facts
    • 14.1.2 Business Description
    • 14.1.3 Products and Services
    • 14.1.4 Financial Overview
    • 14.1.5 SWOT Analysis
    • 14.1.6 Key Developments
  • 14.2 Microsoft Corporation
    • 14.2.1 Key Facts
    • 14.2.2 Business Description
    • 14.2.3 Products and Services
    • 14.2.4 Financial Overview
    • 14.2.5 SWOT Analysis
    • 14.2.6 Key Developments
  • 14.3 Oracle Corporation
    • 14.3.1 Key Facts
    • 14.3.2 Business Description
    • 14.3.3 Products and Services
    • 14.3.4 Financial Overview
    • 14.3.5 SWOT Analysis
    • 14.3.6 Key Developments
  • 14.4 SAP SE
    • 14.4.1 Key Facts
    • 14.4.2 Business Description
    • 14.4.3 Products and Services
    • 14.4.4 Financial Overview
    • 14.4.5 SWOT Analysis
    • 14.4.6 Key Developments
  • 14.5 Google LLC
    • 14.5.1 Key Facts
    • 14.5.2 Business Description
    • 14.5.3 Products and Services
    • 14.5.4 Financial Overview
    • 14.5.5 SWOT Analysis
    • 14.5.6 Key Developments
  • 14.6 SAS Institute Inc.
    • 14.6.1 Key Facts
    • 14.6.2 Business Description
    • 14.6.3 Products and Services
    • 14.6.4 Financial Overview
    • 14.6.5 SWOT Analysis
    • 14.6.6 Key Developments
  • 14.7 Salesforce.com, inc.
    • 14.7.1 Key Facts
    • 14.7.2 Business Description
    • 14.7.3 Products and Services
    • 14.7.4 Financial Overview
    • 14.7.5 SWOT Analysis
    • 14.7.6 Key Developments
  • 14.8 Amazon Web Services
    • 14.8.1 Key Facts
    • 14.8.2 Business Description
    • 14.8.3 Products and Services
    • 14.8.4 Financial Overview
    • 14.8.5 SWOT Analysis
    • 14.8.6 Key Developments
  • 14.9 Hewlett Packard Enterprise Development LP (HPE)
    • 14.9.1 Key Facts
    • 14.9.2 Business Description
    • 14.9.3 Products and Services
    • 14.9.4 Financial Overview
    • 14.9.5 SWOT Analysis
    • 14.9.6 Key Developments
  • 14.10 NTT DATA Corporation
    • 14.10.1 Key Facts
    • 14.10.2 Business Description
    • 14.10.3 Products and Services
    • 14.10.4 Financial Overview
    • 14.10.5 SWOT Analysis
    • 14.10.6 Key Developments

15. Appendix

  • 15.1 About The Insight Partners
  • 15.2 Glossary of Terms